Regression analysis by example
By: Samprit Chatterjee, New York University, Leonard N. Stern School of Business, New York, NY, Ali S. Hadi, American University in Cairo, Actuarial Science Program, Cairo, Egypt
Contributors: Hadi, Ali S.
Edition: Fifth edition.
Series: Wiley series in probability and statistics
Publisher: Wiley
Published: 2012
Place of publication: Hoboken, New Jersey
Language: eng
Number of pages: 420
ISBN-13: 9780470905845
Subjects: Regression analysis; MATHEMATICS / Probability & Statistics / General
Description: "This Fifth Edition has been expanded and thoroughly updated to reflect recent advances in the field. The emphasis continues to be on exploratory data analysis rather than statistical theory. The coverage offers in-depth treatment of regression diagnostics, transformation, multicollinearity, logistic regression, and robust regression. Methods of regression analysis are clearly demonstrated, and examples containing the types of irregularities commonly encountered in the real world are provided. Each example isolates one or two techniques and features detailed discussions of the techniques themselves, the required assumptions, and the evaluated success of each technique"--
Notes: Includes index.